Recording the frequency of items in highly skewed data streams is a fundamental and hot
problem in recent years. The literature demonstrates that sketch is the most promising …

Per-flow traffic measurement in the high-speed network plays an important role in many
practical applications. Due to the limited on-chip memory and the mismatch between off-chip …

Heavy-hitter detection is a fundamental task in network traffic measurement and security.
Existing work faces the dilemma of suffering dynamic and imbalanced traffic characteristics …

Traffic measurement is key to many network management tasks such as performance
monitoring and cyber-security. Its aim is to inspect the packet stream passing through a …

Super host refers to the host that has a high cardinality or exhibits a big change in a network.
Facing big-volume network traffic, sketches have been widely applied to identify super hosts …

Per-flow spread measurement in high-speed networks can provide indispensable
information to many practical applications. However, it is challenging to measure millions of …

Counters are a fundamental building block for networking applications such as load
balancing, traffic engineering, and intrusion detection, which require estimating flow sizes …

Network traffic measurement keeps track of the amount of traffic sent by each flow in the
network. It is a core functionality in applications such as traffic engineering and network …

Per-flow size measurement is key to many streaming applications and management
systems, particularly in high-speed networks. Performing such measurement on the data …

In computer networks, traffic measurement is a module in a network probe to measure flow-
level statistics from an IP packet stream, which are the basis for network performance …